Data_analysis
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Uplot | 7,665 |  | 23 | 9 days ago | 53 | July 08, 2022 | 81 | mit | JavaScript | |
| 📈 A small, fast chart for time series, lines, areas, ohlc & bars | ||||||||||
| Scrollablegraphview | 5,204 | 25 | 2 years ago | 16 | October 22, 2018 | 62 | mit | Swift | ||
| An adaptive scrollable graph view for iOS to visualise simple discrete datasets. Written in Swift. | ||||||||||
| Matplotplusplus | 3,082 | a month ago | 1 | March 03, 2021 | 30 | mit | C++ | |||
| Matplot++: A C++ Graphics Library for Data Visualization 📊🗾 | ||||||||||
| Swiftcharts | 2,404 | 39 | 7 months ago | 17 | March 30, 2019 | 49 | apache-2.0 | Swift | ||
| Easy to use and highly customizable charts library for iOS | ||||||||||
| Aachartkit Swift | 2,225 | 1 | a month ago | 17 | May 31, 2022 | 125 | mit | Swift | ||
| 📈📊📱💻🖥️An elegant modern declarative data visualization chart framework for iOS, iPadOS and macOS. Extremely powerful, supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall and polar chart types. 极其精美而又强大的现代化声明式数据可视化图表框架,支持柱状图、条形图、折线图、曲线图、折线填充图、曲线填充图、气泡图、扇形图、环形图、散点图、雷达图、混合图等各种类型的多达几十种的信息图图表,完全满足工作所需. | ||||||||||
| Asciigraph | 2,082 | 7 | 47 | 4 months ago | 17 | May 03, 2022 | 9 | bsd-3-clause | Go | |
| Go package to make lightweight ASCII line graph ╭┈╯ in command line apps with no other dependencies. | ||||||||||
| Esquisse | 1,599 | 3 | a month ago | 14 | May 03, 2022 | 67 | other | R | ||
| RStudio add-in to make plots interactively with ggplot2 | ||||||||||
| Asciichart | 1,587 |  | 84 | 95 | a month ago | 47 | August 17, 2020 | 23 | mit | Python |
| Nice-looking lightweight console ASCII line charts ╭┈╯ for NodeJS, browsers and terminal, no dependencies | ||||||||||
| Adjusttext | 1,177 |  | 43 | 63 | 20 days ago | 16 | June 30, 2020 | 52 | mit | Jupyter Notebook |
| A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps. | ||||||||||
| Fastprogress | 1,019 |  | 59 | 62 | 8 months ago | 26 | February 15, 2022 | 15 | apache-2.0 | Jupyter Notebook |
| Simple and flexible progress bar for Jupyter Notebook and console | ||||||||||
data_analysis
PCA plot and clustering plots
Can be used for example for analysis of expression data matrices.
-Creates numpy array with the random data - the features of the created data can be changed
-centers and scales the data from the array and then calculates the PCA
-clusters the PCA output using 3 different methods: KMeans, Affinity Propagation and MeanShift
-Plots 4 graphs containing PCA and 3 graphs representing different clustering methods.
-Prints silhouette scores for every clustering method in the title of the graph.
Requirements
- Python 3.5.1.
- Scikit-learn, Numpy, Matplotlib
Instalation
Git can be used to get the copy of the code and example:
https://github.com/agakrawczyk/data_analysis/blob/master/PCA_plot.py
Heatmap
Creates a heatmap on the basis of the data set from http://hadobs.metoffice.com/hadsst3/ containing inf about anomalies in sea surface temperature.
Requirements
- Python 3.5.1.
- Pandas, Matplotlib, Seaborn
Instalation
Git can be used to get the copy of the code and example:
https://github.com/agakrawczyk/data_analysis/blob/master/Heat_map.py
https://github.com/agakrawczyk/data_analysis/blob/master/HadSST.3.1.1.0_monthly_globe_ts.txt
